語系:
繁體中文
English
說明(常見問題)
回圖書館首頁
手機版館藏查詢
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
Intelligent systems modeling and sim...
~
Abdul Karim, Samsul Ariffin.
FindBook
Google Book
Amazon
博客來
Intelligent systems modeling and simulation II = machine learning, neural networks, efficient numerical algorithm and statistical methods /
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Intelligent systems modeling and simulation II/ edited by Samsul Ariffin Abdul Karim.
其他題名:
machine learning, neural networks, efficient numerical algorithm and statistical methods /
其他題名:
Intelligent systems modeling and simulation 2
其他作者:
Abdul Karim, Samsul Ariffin.
出版者:
Cham :Springer International Publishing : : 2022.,
面頁冊數:
xix, 695 p. :ill., digital ;24 cm.
內容註:
Introduction -- Data-driven Ordinary Differential Equations Model for predicting missing data and forecasting Crude Oil Prices -- Efficient iterative approximation for nonlinear porous medium equation with drainage model -- The Performance of Logistic Regression and Discriminant Analysis in Spam E-mail Classification -- Detecting Structural Breaks and Outliers for Volatility Data via Impulse Indicator Saturation -- Index.
Contained By:
Springer Nature eBook
標題:
Mathematical models. -
電子資源:
https://doi.org/10.1007/978-3-031-04028-3
ISBN:
9783031040283
Intelligent systems modeling and simulation II = machine learning, neural networks, efficient numerical algorithm and statistical methods /
Intelligent systems modeling and simulation II
machine learning, neural networks, efficient numerical algorithm and statistical methods /[electronic resource] :Intelligent systems modeling and simulation 2edited by Samsul Ariffin Abdul Karim. - Cham :Springer International Publishing :2022. - xix, 695 p. :ill., digital ;24 cm. - Studies in systems, decision and control,v. 4442198-4190 ;. - Studies in systems, decision and control ;v. 444..
Introduction -- Data-driven Ordinary Differential Equations Model for predicting missing data and forecasting Crude Oil Prices -- Efficient iterative approximation for nonlinear porous medium equation with drainage model -- The Performance of Logistic Regression and Discriminant Analysis in Spam E-mail Classification -- Detecting Structural Breaks and Outliers for Volatility Data via Impulse Indicator Saturation -- Index.
This book develops a new system of modeling and simulations based on intelligence system. As we are directly moving from Third Industrial Revolution (IR3.0) to Fourth Industrial Revolution (IR4.0), there are many emergence techniques and algorithm that appear in many sciences and engineering branches. Nowadays, most industries are using IR4.0 in their product development as well as to refine their products. These include simulation on oil rig drilling, big data analytics on consumer analytics, fastest algorithm for large-scale numerical simulations and many more. These will save millions of dollar in the operating costs. Without any doubt, mathematics, statistics and computing are well blended to form an intelligent system for simulation and modeling. Motivated by this rapid development, in this book, a total of 41 chapters are contributed by the respective experts. The main scope of the book is to develop a new system of modeling and simulations based on machine learning, neural networks, efficient numerical algorithm and statistical methods. This book is highly suitable for postgraduate students, researchers as well as scientists that have interest in intelligent numerical modeling and simulations.
ISBN: 9783031040283
Standard No.: 10.1007/978-3-031-04028-3doiSubjects--Topical Terms:
522882
Mathematical models.
LC Class. No.: QA401 / .I57 2022
Dewey Class. No.: 511.8
Intelligent systems modeling and simulation II = machine learning, neural networks, efficient numerical algorithm and statistical methods /
LDR
:02876nmm a2200349 a 4500
001
2304968
003
DE-He213
005
20221012111138.0
006
m d
007
cr nn 008maaau
008
230409s2022 sz s 0 eng d
020
$a
9783031040283
$q
(electronic bk.)
020
$a
9783031040276
$q
(paper)
024
7
$a
10.1007/978-3-031-04028-3
$2
doi
035
$a
978-3-031-04028-3
040
$a
GP
$c
GP
041
0
$a
eng
050
4
$a
QA401
$b
.I57 2022
072
7
$a
UYQ
$2
bicssc
072
7
$a
TEC009000
$2
bisacsh
072
7
$a
UYQ
$2
thema
082
0 4
$a
511.8
$2
23
090
$a
QA401
$b
.I61 2022
245
0 0
$a
Intelligent systems modeling and simulation II
$h
[electronic resource] :
$b
machine learning, neural networks, efficient numerical algorithm and statistical methods /
$c
edited by Samsul Ariffin Abdul Karim.
246
3
$a
Intelligent systems modeling and simulation 2
260
$a
Cham :
$b
Springer International Publishing :
$b
Imprint: Springer,
$c
2022.
300
$a
xix, 695 p. :
$b
ill., digital ;
$c
24 cm.
490
1
$a
Studies in systems, decision and control,
$x
2198-4190 ;
$v
v. 444
505
0
$a
Introduction -- Data-driven Ordinary Differential Equations Model for predicting missing data and forecasting Crude Oil Prices -- Efficient iterative approximation for nonlinear porous medium equation with drainage model -- The Performance of Logistic Regression and Discriminant Analysis in Spam E-mail Classification -- Detecting Structural Breaks and Outliers for Volatility Data via Impulse Indicator Saturation -- Index.
520
$a
This book develops a new system of modeling and simulations based on intelligence system. As we are directly moving from Third Industrial Revolution (IR3.0) to Fourth Industrial Revolution (IR4.0), there are many emergence techniques and algorithm that appear in many sciences and engineering branches. Nowadays, most industries are using IR4.0 in their product development as well as to refine their products. These include simulation on oil rig drilling, big data analytics on consumer analytics, fastest algorithm for large-scale numerical simulations and many more. These will save millions of dollar in the operating costs. Without any doubt, mathematics, statistics and computing are well blended to form an intelligent system for simulation and modeling. Motivated by this rapid development, in this book, a total of 41 chapters are contributed by the respective experts. The main scope of the book is to develop a new system of modeling and simulations based on machine learning, neural networks, efficient numerical algorithm and statistical methods. This book is highly suitable for postgraduate students, researchers as well as scientists that have interest in intelligent numerical modeling and simulations.
650
0
$a
Mathematical models.
$3
522882
650
0
$a
Problem solving.
$3
516855
650
1 4
$a
Computational Intelligence.
$3
1001631
650
2 4
$a
Computers and Education.
$3
892757
650
2 4
$a
Engineering and Technology Education.
$3
3592469
700
1
$a
Abdul Karim, Samsul Ariffin.
$3
3487040
710
2
$a
SpringerLink (Online service)
$3
836513
773
0
$t
Springer Nature eBook
830
0
$a
Studies in systems, decision and control ;
$v
v. 444.
$3
3607640
856
4 0
$u
https://doi.org/10.1007/978-3-031-04028-3
950
$a
Intelligent Technologies and Robotics (SpringerNature-42732)
筆 0 讀者評論
館藏地:
全部
電子資源
出版年:
卷號:
館藏
1 筆 • 頁數 1 •
1
條碼號
典藏地名稱
館藏流通類別
資料類型
索書號
使用類型
借閱狀態
預約狀態
備註欄
附件
W9446517
電子資源
11.線上閱覽_V
電子書
EB QA401 .I57 2022
一般使用(Normal)
在架
0
1 筆 • 頁數 1 •
1
多媒體
評論
新增評論
分享你的心得
Export
取書館
處理中
...
變更密碼
登入